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Summary of Significant Accounting Policies - Property, Plant and Equipment (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Property, Plant and Equipment [Line Items]      
Property, plant and equipment $ 8,647,303 $ 8,246,337  
Capitalized interest 12,673 14,321 $ 15,980
Capitalized costs associated with the development of internal use computer software projects 48,557 38,329 $ 34,650
Asset retirement obligations 36,493 34,537  
Land      
Property, Plant and Equipment [Line Items]      
Property, plant and equipment 372,411 354,395  
Buildings and building improvements      
Property, Plant and Equipment [Line Items]      
Property, plant and equipment 3,391,143 3,040,253  
Leasehold improvements      
Property, Plant and Equipment [Line Items]      
Property, plant and equipment 1,054,757 969,273  
Racking      
Property, Plant and Equipment [Line Items]      
Property, plant and equipment 2,075,473 2,083,199  
Warehouse equipment/vehicles      
Property, Plant and Equipment [Line Items]      
Property, plant and equipment 494,464 499,787  
Furniture and fixtures      
Property, Plant and Equipment [Line Items]      
Property, plant and equipment 50,692 52,978  
Computer hardware and software      
Property, Plant and Equipment [Line Items]      
Property, plant and equipment 823,649 746,993  
Construction in progress      
Property, Plant and Equipment [Line Items]      
Property, plant and equipment $ 384,714 $ 499,459  
Minimum | Buildings and building improvements      
Property, Plant and Equipment [Line Items]      
Useful life 5 years    
Minimum | Leasehold improvements      
Property, Plant and Equipment [Line Items]      
Useful life 5 years    
Minimum | Racking      
Property, Plant and Equipment [Line Items]      
Useful life 1 year    
Minimum | Warehouse equipment/vehicles      
Property, Plant and Equipment [Line Items]      
Useful life 1 year    
Minimum | Furniture and fixtures      
Property, Plant and Equipment [Line Items]      
Useful life 1 year    
Minimum | Computer hardware and software      
Property, Plant and Equipment [Line Items]      
Useful life 2 years    
Maximum | Buildings and building improvements      
Property, Plant and Equipment [Line Items]      
Useful life 40 years    
Maximum | Leasehold improvements      
Property, Plant and Equipment [Line Items]      
Useful life 10 years    
Maximum | Racking      
Property, Plant and Equipment [Line Items]      
Useful life 20 years    
Maximum | Warehouse equipment/vehicles      
Property, Plant and Equipment [Line Items]      
Useful life 10 years    
Maximum | Furniture and fixtures      
Property, Plant and Equipment [Line Items]      
Useful life 10 years    
Maximum | Computer hardware and software      
Property, Plant and Equipment [Line Items]      
Useful life 5 years